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Researcher Michael Mahoney

Researcher Biography
http://www.stat.berkeley.edu/~mmahoney/

Past Projects

Improving OOD Generalization Through Metric-informed Weight-space Augmentation and Architecture Search
Measuring Prediction Trustworthiness and Safety Through Neural Network Loss Landscape Analysis
Hessian Aware Neural Cleansing: Searching for Optimal Trade-offs between Adversarial Robustness, Accuracy, and Speed
Systematic Study of Neural Network Robustness Against Adversarial Attacks
Trust-Region Based Robustness of Neural Networks in the Face of Adversarial Attacks
Efficient Neural Networks through Systematic Quantization
Implementing and Evaluating Second-Order Optimization for Deep Learning on Diverse Architectures
Improving the Scaling of Deep Learning Networks by Characterizing and Exploiting Soft Convexity
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